Impacts of Different Tillage Practices on Soil Water Infiltration for Sustainable Agriculture
Abstract
:1. Introduction
2. Materials and Methods
2.1. Characterizations of the Study Area, Soil Properties and Experimental Layout
2.2. Soil Water Infiltration Measurement
2.3. Infiltration Rate Estimation Models
2.3.1. Philip Model
2.3.2. Kostiakov Model
2.3.3. Horton Model
2.4. Model Performance Evaluation Criteria
3. Results and Discussion
3.1. Effect of Tillage Practices on Measured Soil Water Infiltration
3.2. Parameter Estimation for the Infiltration Models
3.3. Performance of the Infiltration Models for Predicting Cumulative Infiltration
4. Effect of Tillage on Soil Water Infiltration Characteristics by Model Analysis
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Nomenclature
EC | Electrical conductivity |
Ksat | Saturated hydraulic conductivity |
S | soil sorptivity |
A | stable infiltration rate |
a | Kostiakov’s time Coefficient |
b | Kostiakov’s time exponent |
fp | Infiltration rates at time t (min) |
fc | Final infiltration rate |
f0 | Infiltration rate at t = 0 |
pi | Mean observed cumulative infiltration |
p | Observed cumulative infiltration |
mi | Mean simulated cumulative infiltration |
m | Simulated cumulative infiltration |
n | Total numbers of samples |
I (t) | Cumulative infiltration rate |
i (t) | Infiltration rate |
t | Time |
NT | No-tillage |
MP | Moldboard plow |
TC | Tine cultivation |
R2 | Coefficient of determination |
RMSE | Root mean square error |
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Soil Property | Value | Analysis Method | Reference |
---|---|---|---|
Clay (%) | 25.60 | Pipette method | [30] |
Sand (%) | 67.15 | - | - |
Silt (%) | 6.90 | - | - |
Texture | Sandy clay loam | Textural triangle | [31] |
Bulk density (g/cm3) | 1.69 | Core method | [32] |
Penetration resistance (daN/cm2) | 2.04 | Electronic penetrometer | [33] |
Water content (cm3/cm3) | 13.27 | Gravimetric method | [33] |
Water field porosity (%) | 67.58 | Core method | [32] |
Total porosity (%) | 32.78 | Core method | [32] |
EC (dS/m) | 0.98 | Saturated paste extract | [34] |
pH | 7.54 | pH meter | [35] |
Soil organic matter (%) | 2.01 | Colorimetric method | [34] |
Treatments | Field/Plot Number | Infiltration Models | ||||||
---|---|---|---|---|---|---|---|---|
Philip | Kostiakov | Horton | ||||||
S (cm/min1/2) | A (cm/min) | a | b | fc (cm/min) | f0 (cm/min) | k | ||
MP | 1 | 0.159 | 0.0031 | 0.059 | 0.714 | 16.663 | 21.370 | 3.136 |
6 | 0.168 | 0.0032 | 0.079 | 0.684 | 16.663 | 21.705 | 3.483 | |
8 | 0.183 | 0.0029 | 0.068 | 0.702 | 16.989 | 22.490 | 3.555 | |
Mean | 0.170 | 0.0031 | 0.069 | 0.700 | 16.772 | 21.855 | 3.391 | |
TC | 3 | 0.140 | 0.0031 | 0.052 | 0.724 | 15.640 | 20.063 | 2.808 |
5 | 0.149 | 0.0031 | 0.069 | 0.691 | 15.920 | 20.890 | 3.493 | |
7 | 0.151 | 0.0034 | 0.067 | 0.702 | 17.469 | 22.284 | 3.424 | |
Mean | 0.147 | 0.0032 | 0.062 | 0.706 | 16.343 | 21.079 | 3.242 | |
NT | 2 | 0.139 | 0.0021 | 0.037 | 0.741 | 13.750 | 17.728 | 2.961 |
4 | 0.116 | 0.0030 | 0.063 | 0.772 | 14.251 | 18.080 | 2.453 | |
9 | 0.094 | 0.0015 | 0.031 | 0.722 | 7.708 | 11.205 | 1.635 | |
Mean | 0.116 | 0.002 | 0.043 | 0.745 | 11.903 | 14.467 | 2.298 |
Treatments | Field/Plot Number | Infiltration Models | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Philip | Kostiakov | Horton | ||||||||
R2 | RMSE | MAE | R2 | RMSE | MAE | R2 | RMSE | MAE | ||
MP | 1 | 0.975 | 7.78 | 3.04 | 0.919 | 7.95 | 2.98 | 0.628 | 15.71 | 6.55 |
6 | 0.976 | 9.76 | 3.78 | 0.927 | 9.15 | 3.42 | 0.622 | 19.30 | 7.87 | |
8 | 0.968 | 9.58 | 3.77 | 0.916 | 10.46 | 3.89 | 0.593 | 19.75 | 8.32 | |
Mean | 0.973 | 9.04 | 3.53 | 0.92 | 9.19 | 3.43 | 0.61 | 18.25 | 7.58 | |
TC | 3 | 0.959 | 8.40 | 2.93 | 0.892 | 8.37 | 2.98 | 0.564 | 15.07 | 5.88 |
5 | 0.982 | 9.12 | 3.69 | 0.94 | 8.25 | 3.40 | 0.676 | 16.84 | 7.19 | |
7 | 0.962 | 10.12 | 4.53 | 0.927 | 8.66 | 4.08 | 0.671 | 18.09 | 7.82 | |
Mean | 0.967 | 9.21 | 3.72 | 0.92 | 8.43 | 3.49 | 0.64 | 16.67 | 6.96 | |
NT | 2 | 0.988 | 2.54 | 1.39 | 0.961 | 2.80 | 1.19 | 0.833 | 6.32 | 3.43 |
4 | 0.987 | 3.04 | 1.37 | 0.935 | 3.14 | 1.48 | 0.740 | 6.82 | 3.03 | |
9 | 0.968 | 4.50 | 1.62 | 0.906 | 4.34 | 1.64 | 0.626 | 7.34 | 2.76 | |
Mean | 0.981 | 3.36 | 1.46 | 0.934 | 3.57 | 1.44 | 0.733 | 6.83 | 3.07 |
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Amami, R.; Ibrahimi, K.; Sher, F.; Milham, P.; Ghazouani, H.; Chehaibi, S.; Hussain, Z.; Iqbal, H.M.N. Impacts of Different Tillage Practices on Soil Water Infiltration for Sustainable Agriculture. Sustainability 2021, 13, 3155. https://doi.org/10.3390/su13063155
Amami R, Ibrahimi K, Sher F, Milham P, Ghazouani H, Chehaibi S, Hussain Z, Iqbal HMN. Impacts of Different Tillage Practices on Soil Water Infiltration for Sustainable Agriculture. Sustainability. 2021; 13(6):3155. https://doi.org/10.3390/su13063155
Chicago/Turabian StyleAmami, Roua, Khaled Ibrahimi, Farooq Sher, Paul Milham, Hiba Ghazouani, Sayed Chehaibi, Zahra Hussain, and Hafiz M. N. Iqbal. 2021. "Impacts of Different Tillage Practices on Soil Water Infiltration for Sustainable Agriculture" Sustainability 13, no. 6: 3155. https://doi.org/10.3390/su13063155